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before kickoff breaks if inputs are none. (#1883)

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* before kickoff breaks if inputs are none.

* improve none type

* Fix failing tests

* add tests for new code

* Fix failing test

* drop extra comments

* clean up based on eduardo feedback
This commit is contained in:
Brandon Hancock (bhancock_ai)
2025-01-14 13:24:03 -05:00
committed by GitHub
parent 8ceeec7d36
commit 24b155015c
5 changed files with 987 additions and 9 deletions
Download Patch File Download Diff File Expand all files Collapse all files

2
src/crewai/crew.py
View File

@@ -513,6 +513,8 @@ class Crew(BaseModel):
inputs: Optional[Dict[str, Any]] = None,
) -> CrewOutput:
for before_callback in self.before_kickoff_callbacks:
if inputs is None:
inputs = {}
inputs = before_callback(inputs)
"""Starts the crew to work on its assigned tasks."""

53
src/crewai/project/crew_base.py
View File

@@ -1,4 +1,5 @@
import inspect
import logging
from pathlib import Path
from typing import Any, Callable, Dict, TypeVar, cast
@@ -7,12 +8,16 @@ from dotenv import load_dotenv
load_dotenv()
logging.basicConfig(level=logging.WARNING)
T = TypeVar("T", bound=type)
"""Base decorator for creating crew classes with configuration and function management."""
def CrewBase(cls: T) -> T:
"""Wraps a class with crew functionality and configuration management."""
class WrappedClass(cls): # type: ignore
is_crew_class: bool = True # type: ignore
@@ -26,16 +31,9 @@ def CrewBase(cls: T) -> T:
def __init__(self, *args, **kwargs):
super().__init__(*args, **kwargs)
agents_config_path = self.base_directory / self.original_agents_config_path
tasks_config_path = self.base_directory / self.original_tasks_config_path
self.agents_config = self.load_yaml(agents_config_path)
self.tasks_config = self.load_yaml(tasks_config_path)
self.load_configurations()
self.map_all_agent_variables()
self.map_all_task_variables()
# Preserve all decorated functions
self._original_functions = {
name: method
@@ -51,7 +49,6 @@ def CrewBase(cls: T) -> T:
]
)
}
# Store specific function types
self._original_tasks = self._filter_functions(
self._original_functions, "is_task"
@@ -69,6 +66,44 @@ def CrewBase(cls: T) -> T:
self._original_functions, "is_kickoff"
)
def load_configurations(self):
"""Load agent and task configurations from YAML files."""
if isinstance(self.original_agents_config_path, str):
agents_config_path = (
self.base_directory / self.original_agents_config_path
)
try:
self.agents_config = self.load_yaml(agents_config_path)
except FileNotFoundError:
logging.warning(
f"Agent config file not found at {agents_config_path}. "
"Proceeding with empty agent configurations."
)
self.agents_config = {}
else:
logging.warning(
"No agent configuration path provided. Proceeding with empty agent configurations."
)
self.agents_config = {}
if isinstance(self.original_tasks_config_path, str):
tasks_config_path = (
self.base_directory / self.original_tasks_config_path
)
try:
self.tasks_config = self.load_yaml(tasks_config_path)
except FileNotFoundError:
logging.warning(
f"Task config file not found at {tasks_config_path}. "
"Proceeding with empty task configurations."
)
self.tasks_config = {}
else:
logging.warning(
"No task configuration path provided. Proceeding with empty task configurations."
)
self.tasks_config = {}
@staticmethod
def load_yaml(config_path: Path):
try:

713
tests/cassettes/test_before_kickoff_callback.yaml Normal file
View File

@@ -0,0 +1,713 @@
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tests/cassettes/test_before_kickoff_without_inputs.yaml Normal file
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117
tests/crew_test.py
View File

@@ -16,6 +16,7 @@ from crewai.crew import Crew
from crewai.crews.crew_output import CrewOutput
from crewai.memory.contextual.contextual_memory import ContextualMemory
from crewai.process import Process
from crewai.project import crew
from crewai.task import Task
from crewai.tasks.conditional_task import ConditionalTask
from crewai.tasks.output_format import OutputFormat
@@ -3474,3 +3475,119 @@ def test_crew_guardrail_feedback_in_context():
# Verify task retry count
assert task.retry_count == 1, "Task should have been retried once"
@pytest.mark.vcr(filter_headers=["authorization"])
def test_before_kickoff_callback():
from crewai.project import CrewBase, agent, before_kickoff, crew, task
@CrewBase
class TestCrewClass:
agents_config = None
tasks_config = None
def __init__(self):
self.inputs_modified = False
@before_kickoff
def modify_inputs(self, inputs):
self.inputs_modified = True
inputs["modified"] = True
return inputs
@agent
def my_agent(self):
return Agent(
role="Test Agent",
goal="Test agent goal",
backstory="Test agent backstory",
)
@task
def my_task(self):
task = Task(
description="Test task description",
expected_output="Test expected output",
agent=self.my_agent(), # Use the agent instance
)
return task
@crew
def crew(self):
return Crew(agents=self.agents, tasks=self.tasks)
test_crew_instance = TestCrewClass()
crew = test_crew_instance.crew()
# Verify that the before_kickoff_callbacks are set
assert len(crew.before_kickoff_callbacks) == 1
# Prepare inputs
inputs = {"initial": True}
# Call kickoff
crew.kickoff(inputs=inputs)
# Check that the before_kickoff function was called and modified inputs
assert test_crew_instance.inputs_modified
assert inputs.get("modified") == True
@pytest.mark.vcr(filter_headers=["authorization"])
def test_before_kickoff_without_inputs():
from crewai.project import CrewBase, agent, before_kickoff, crew, task
@CrewBase
class TestCrewClass:
agents_config = None
tasks_config = None
def __init__(self):
self.inputs_modified = False
self.received_inputs = None
@before_kickoff
def modify_inputs(self, inputs):
self.inputs_modified = True
inputs["modified"] = True
self.received_inputs = inputs
return inputs
@agent
def my_agent(self):
return Agent(
role="Test Agent",
goal="Test agent goal",
backstory="Test agent backstory",
)
@task
def my_task(self):
return Task(
description="Test task description",
expected_output="Test expected output",
agent=self.my_agent(),
)
@crew
def crew(self):
return Crew(agents=self.agents, tasks=self.tasks)
# Instantiate the class
test_crew_instance = TestCrewClass()
# Build the crew
crew = test_crew_instance.crew()
# Verify that the before_kickoff_callback is registered
assert len(crew.before_kickoff_callbacks) == 1
# Call kickoff without passing inputs
output = crew.kickoff()
# Check that the before_kickoff function was called
assert test_crew_instance.inputs_modified
# Verify that the inputs were initialized and modified inside the before_kickoff method
assert test_crew_instance.received_inputs is not None
assert test_crew_instance.received_inputs.get("modified") is True